Leiden University
Author in the following contributions
- Instantaneous Quantum Polynomial Circuit Born Machines: Trainability, Non-Simulability, Expressivity and Applications
- Quantum machine learning advantages beyond hardness of evaluation
- Classically trained, quantum-deployed generative models: universality and kernel-adaptive training
- Quantum Advantage in Predicting Ground State Properties Beyond Constant Gaps
- Provable learning separation for predicting time-evolution of quantum many-body systems
- Machine learning with minimal use of quantum computers: Provable advantages in Learning Under Quantum Privileged Information (LUQPI)
- Probing Nontrivial Betti Numbers with Variational Quantum Methods
- Algebraic and Topological Limits of Unitary-Input Data Re-Uploading